{"id":"W7135022428","doi":"10.36584/cjic.2025.004.01.169.171","title":"Should routine testing for Candidozyma auris be implemented in Canadian healthcare facilities?","year":2025,"lang":"","type":"article","venue":"Canadian Journal of Infection Control","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Candida auris; Fungal pathogen; Health care; Human ear; Clade; Transmission (telecommunications); Human health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002934481,0.0004120732,0.001156324,0.002197134,0.0007403297,0.0001449739,0.0001886496,0.0004213247,0.0006663984],"category_scores_gemma":[0.008301308,0.0004288628,0.0004149583,0.001183395,0.0001915744,0.000272258,0.000007702424,0.001141303,0.000003882273],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007881516,"about_ca_system_score_gemma":0.05240668,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9843585,"about_ca_topic_score_gemma":0.9994789,"domain_scores_codex":[0.9952756,0.0003100428,0.001951972,0.0004142276,0.0002934896,0.001754734],"domain_scores_gemma":[0.9930353,0.000710369,0.0005666229,0.0003556609,0.00237027,0.002961839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004713355,0.00003378772,0.9771668,0.0006153876,0.0002911325,0.0001918436,0.0005663058,0.0001270105,0.00007951944,0.0006484872,0.008939053,0.01086931],"study_design_scores_gemma":[0.01089061,0.001646101,0.8004708,0.001920131,0.0003920784,0.00007702433,0.001920415,0.001978075,0.00006970554,0.0002960849,0.1799626,0.0003763858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8912973,0.009032156,0.004502355,0.07771003,0.005659388,0.00390723,0.003784911,0.00002052135,0.004086053],"genre_scores_gemma":[0.9914723,0.0000761289,0.00005511463,0.005952389,0.0005581738,0.00003811011,0.0000319745,0.00002940958,0.00178642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.176696,"threshold_uncertainty_score":0.9998163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05173131749090173,"score_gpt":0.3402942598036118,"score_spread":0.2885629423127101,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}